mathematical-epidemiology

There are 2 repositories under mathematical-epidemiology topic.

JuliaEpi / MathEpiDeepLearning
Awesome-spatial-temporal-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included. Keep updating.
epidemiological-models mathematical-epidemiology universal-differential-equations neural-differential-equations physics-informed-neural-networks data-driven-model bayesian-inference bayesian-deep-learning probabilistic-machine-learning mathematical-biology machine-learning data-science deep-learning statistics data-analysis time-series time-series-analysis julia scientific-machine-learning covid19-data
Language:JavaScript 30
pitmonticone / EpiSimulator
EpiSimulator: A Data-Driven Stochastic Hybrid Model for COVID-19 in Italy.
mathematical-physics computational-epidemiology applied-mathematics graph-theory mathematical-epidemiology digital-epidemiology network-science contact-networks mobility-networks agent-based-modeling agent-based-simulation network-epidemiology differential-equations stochastic-processes dynamical-systems temporal-networks metapopulation behavioral-modelling social-network epidemic-modelling
Language:Jupyter Notebook 8
Mathepia / awesome-sciml
Awesome-spatial-temporal-scientific-machine-learning-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included.
bayesian-deep-learning bayesian-inference data-science deep-learning julia machine-learning mathematical-biology mathematical-epidemiology neural-ode physics-informed-neural-networks pinns probabilistic-machine-learning probabilistic-programming scientific-computing scientific-machine-learning time-series universal-differential-equations
Language:JavaScript 7
JuliaEpi / MathepiaModels.jl
Epidemic spatial and temporal model setup and simulation. Focusing on state of the art epidemiology models such as universal differential equations, epidemiology-informed deep learning models. Part of Mathepia.jl
mathematical-biology mathematical-epidemiology physics-informed-neural-networks universal-differential-equations epidemic-model
Language:Julia 4
julien-arino / 3MC-course-epidemiological-modelling
Material for the 3MC Course on Epidemiological Modelling held in South Africa in April 2022
mathematical-epidemiology r data
Language:HTML 4
Song921012 / MathEpiDeepLearningTutorial
Tutorials on math epidemiology and epidemiology informed deep learning methods
data-science machine-learning statistics deep-learning time-series julia data-analysis bayesian-inference mathematical-epidemiology mathematical-biology bayesian-deep-learning data-driven-model scientific-machine-learning neural-differential-equations probabilistic-machine-learning universal-differential-equations epidemiological-models physics-informed-neural-networks
Language:Julia 4
JuliaEpi / Mathepia.jl
Spatial and temporal epidemiology data mining flow tools including data processing and analysis, model setup and simulation, inference and evaluation. Focusing on state-of-the-art methods such as universal differential equations, epidemiology-informed deep learning methods.
mathematical-epidemiology data-science time-series time-series-analysis universal-differential-equations bayesian-inference julia scientific-machine-learning mathematical-biology physics-informed-neural-networks probablistic-machine-learning
Language:Julia 3
julien-arino / 3MC-mathematical-modelling-in-biology
3MC - African Mathematical School on Mathematical Modeling in Biology
mathematical-biology mathematical-epidemiology mathematical-modeling mathematical-modelling
Language:R 2
Song921012 / DiscoverFirstPrincipleBehaviorChangeModel
Codes for Paper "Discovering first-principle behavior change transmission models by deep learning methods, Pengfei Song, Yanni Xiao, Jianhong Wu."
deep-learning mathematical-epidemiology universal-differential-equations
Language:Jupyter Notebook 1
anapdinizm / compartmental-models
A visual tool (HTML / Javascript) to interact with compartmental models like SIR and SEIR
basic-reproduction-number epidemics epidemiology-models infection-spread mathematical-epidemiology ordinary-differential-equations sir-models
Language:HTML 0
julien-arino / 2023-09-Durban-course
Slides and code for a September 2023 course on Mathematical Epidemiology
mathematical-epidemiology r
Language:R 0
Mathepia / MathepiaPrograms
Resources about projects on mathematical biology.
mathematical-biology mathematical-epidemiology
Language:JavaScript 0
julien-arino / julien-arino.github.io
Personal page of Julien Arino
r data epidemiology mathematical-epidemiology mathematical-biology
Language:HTML
julien-arino / omni-course
Material for my lectures as part of the OMNI/RÉUNIS course
mathematical-epidemiology
Language:HTML